• DocumentCode
    1935421
  • Title

    The Automatic Scheduling Algorithm Based on the Correlated Analysis for Share-Oriented CNC Tasks

  • Author

    Luo, Ya-Bo ; Ling, He ; Yuan, Han

  • Author_Institution
    Wuhan Univ. of Technol., Wuhan
  • Volume
    6
  • fYear
    2007
  • fDate
    19-22 Aug. 2007
  • Firstpage
    3148
  • Lastpage
    3152
  • Abstract
    The CNC tasks scheduling base on the correlate analysis is an efficient approach to improve the utilization ratio of CNC machine tools. The flexibility and stability of algorithm are the main problems of CNC resource sharing, which directly impact on the efficiency of sharing CNC machine tools over Internet. This paper focuses on solving the above problems. First, the characteristic of share-oriented CNC tasks is analyzed, and then the result of correlate analysis is applied to establish the model of CNC tasks scheduling. Second, a novel scheduling algorithm is detailed proposed by development deriving from the advantages of the greed algorithm and tabu search. Finally, the experimental results are given to demonstrate the computational effects.
  • Keywords
    Internet; computerised numerical control; greedy algorithms; scheduling; search problems; CNC machine tools; CNC resource sharing; CNC tasks scheduling; Internet; automatic scheduling algorithm; correlated analysis; greedy algorithm; share-oriented CNC tasks; stability; tabu search; Algorithm design and analysis; Computer numerical control; Costs; Dynamic scheduling; Job shop scheduling; Machining; Optimal scheduling; Processor scheduling; Resource management; Scheduling algorithm; CNC tasks; Networked manufacturing; Optimal scheduling; Resource sharing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2007 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-0973-0
  • Electronic_ISBN
    978-1-4244-0973-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2007.4370689
  • Filename
    4370689